Overview
Dataset statistics
| Number of variables | 16 |
|---|---|
| Number of observations | 738944 |
| Missing cells | 1103769 |
| Missing cells (%) | 9.3% |
| Duplicate rows | 3762 |
| Duplicate rows (%) | 0.5% |
| Total size in memory | 95.8 MiB |
| Average record size in memory | 136.0 B |
Variable types
| Numeric | 9 |
|---|---|
| Text | 4 |
| DateTime | 2 |
| Categorical | 1 |
Recovered has constant value "0.0" | Constant |
| Dataset has 3762 (0.5%) duplicate rows | Duplicates |
Active is highly overall correlated with Confirmed and 1 other fields | High correlation |
Confirmed is highly overall correlated with Active and 1 other fields | High correlation |
Deaths is highly overall correlated with Active and 1 other fields | High correlation |
FIPS has 137632 (18.6%) missing values | Missing |
Admin2 has 136896 (18.5%) missing values | Missing |
Province_State has 32936 (4.5%) missing values | Missing |
Lat has 16744 (2.3%) missing values | Missing |
Long_ has 16744 (2.3%) missing values | Missing |
Recovered has 738000 (99.9%) missing values | Missing |
Incident_Rate has 17163 (2.3%) missing values | Missing |
Case_Fatality_Ratio has 7654 (1.0%) missing values | Missing |
Confirmed is highly skewed (γ1 = 20.47479795) | Skewed |
Active is highly skewed (γ1 = 20.59259254) | Skewed |
Case_Fatality_Ratio is highly skewed (γ1 = 69.54895027) | Skewed |
Confirmed has 7870 (1.1%) zeros | Zeros |
Deaths has 31811 (4.3%) zeros | Zeros |
Case_Fatality_Ratio has 25604 (3.5%) zeros | Zeros |
New_Cases has 16595 (2.2%) zeros | Zeros |
Reproduction
| Analysis started | 2025-11-22 15:51:53.042432 |
|---|---|
| Analysis finished | 2025-11-22 15:52:39.700295 |
| Duration | 46.66 seconds |
| Software version | ydata-profiling vv4.18.0 |
| Download configuration | config.json |
Variables
FIPS
Real number (ℝ)
Missing
| Distinct | 3268 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 137632 |
| Missing (%) | 18.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 32405.943 |
| Minimum | 60 |
|---|---|
| Maximum | 99999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.3 MiB |
Quantile statistics
| Minimum | 60 |
|---|---|
| 5-th percentile | 5095 |
| Q1 | 19048.5 |
| median | 30068 |
| Q3 | 47041.5 |
| 95-th percentile | 56011 |
| Maximum | 99999 |
| Range | 99939 |
| Interquartile range (IQR) | 27993 |
Descriptive statistics
| Standard deviation | 18053.633 |
|---|---|
| Coefficient of variation (CV) | 0.55710871 |
| Kurtosis | 0.44724736 |
| Mean | 32405.943 |
| Median Absolute Deviation (MAD) | 12908 |
| Skewness | 0.57375176 |
| Sum | 1.9486083 × 1010 |
| Variance | 3.2593368 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 39151 | 184 | < 0.1% |
| 39155 | 184 | < 0.1% |
| 39157 | 184 | < 0.1% |
| 90039 | 184 | < 0.1% |
| 39159 | 184 | < 0.1% |
| 39161 | 184 | < 0.1% |
| 39163 | 184 | < 0.1% |
| 39165 | 184 | < 0.1% |
| 39167 | 184 | < 0.1% |
| 39169 | 184 | < 0.1% |
| Other values (3258) | 599472 | |
| (Missing) | 137632 | 18.6% |
| Value | Count | Frequency (%) |
| 60 | 184 | |
| 66 | 184 | |
| 69 | 184 | |
| 78 | 184 | |
| 1001 | 184 | |
| 1003 | 184 | |
| 1005 | 184 | |
| 1007 | 184 | |
| 1009 | 184 | |
| 1011 | 184 |
| Value | Count | Frequency (%) |
| 99999 | 184 | |
| 90056 | 184 | |
| 90055 | 184 | |
| 90054 | 184 | |
| 90053 | 184 | |
| 90051 | 184 | |
| 90050 | 184 | |
| 90049 | 184 | |
| 90048 | 184 | |
| 90047 | 184 |
Admin2
Text
Missing
| Distinct | 1927 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 136896 |
| Missing (%) | 18.5% |
| Memory size | 11.3 MiB |
Length
| Max length | 41 |
|---|---|
| Median length | 35 |
| Mean length | 7.1451711 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Out of ME |
|---|---|
| 2nd row | Out of ME |
| 3rd row | Out of ME |
| 4th row | Out of ME |
| 5th row | Out of ME |
| Value | Count | Frequency (%) |
| unassigned | 9384 | 1.4% |
| washington | 5520 | 0.8% |
| jefferson | 5152 | 0.8% |
| franklin | 4784 | 0.7% |
| st | 4784 | 0.7% |
| lincoln | 4416 | 0.7% |
| jackson | 4416 | 0.7% |
| san | 3864 | 0.6% |
| madison | 3680 | 0.6% |
| of | 3680 | 0.6% |
| Other values (1952) | 604992 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 430560 | 10.0% |
| e | 408664 | 9.5% |
| n | 365792 | 8.5% |
| o | 325864 | 7.6% |
| r | 285200 | 6.6% |
| l | 238464 | 5.5% |
| i | 229816 | 5.3% |
| s | 203504 | 4.7% |
| t | 191544 | 4.5% |
| u | 110032 | 2.6% |
| Other values (47) | 1512296 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4301736 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 430560 | 10.0% |
| e | 408664 | 9.5% |
| n | 365792 | 8.5% |
| o | 325864 | 7.6% |
| r | 285200 | 6.6% |
| l | 238464 | 5.5% |
| i | 229816 | 5.3% |
| s | 203504 | 4.7% |
| t | 191544 | 4.5% |
| u | 110032 | 2.6% |
| Other values (47) | 1512296 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4301736 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 430560 | 10.0% |
| e | 408664 | 9.5% |
| n | 365792 | 8.5% |
| o | 325864 | 7.6% |
| r | 285200 | 6.6% |
| l | 238464 | 5.5% |
| i | 229816 | 5.3% |
| s | 203504 | 4.7% |
| t | 191544 | 4.5% |
| u | 110032 | 2.6% |
| Other values (47) | 1512296 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4301736 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 430560 | 10.0% |
| e | 408664 | 9.5% |
| n | 365792 | 8.5% |
| o | 325864 | 7.6% |
| r | 285200 | 6.6% |
| l | 238464 | 5.5% |
| i | 229816 | 5.3% |
| s | 203504 | 4.7% |
| t | 191544 | 4.5% |
| u | 110032 | 2.6% |
| Other values (47) | 1512296 |
Province_State
Text
Missing
| Distinct | 598 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 32936 |
| Missing (%) | 4.5% |
| Memory size | 11.3 MiB |
Length
| Max length | 44 |
|---|---|
| Median length | 32 |
| Mean length | 8.5311441 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Australian Capital Territory |
|---|---|
| 2nd row | New South Wales |
| 3rd row | Northern Territory |
| 4th row | Queensland |
| 5th row | South Australia |
| Value | Count | Frequency (%) |
| texas | 46920 | 5.5% |
| virginia | 34960 | 4.1% |
| georgia | 29624 | 3.5% |
| north | 28704 | 3.4% |
| carolina | 27232 | 3.2% |
| new | 24656 | 2.9% |
| kentucky | 22264 | 2.6% |
| dakota | 22264 | 2.6% |
| missouri | 21528 | 2.5% |
| south | 21344 | 2.5% |
| Other values (662) | 576656 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 804080 | |
| i | 599472 | 10.0% |
| n | 483920 | 8.0% |
| o | 472144 | 7.8% |
| s | 455216 | 7.6% |
| e | 362480 | 6.0% |
| r | 321080 | 5.3% |
| t | 216936 | 3.6% |
| l | 207920 | 3.5% |
| 150144 | 2.5% | |
| Other values (50) | 1949664 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 6023056 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 804080 | |
| i | 599472 | 10.0% |
| n | 483920 | 8.0% |
| o | 472144 | 7.8% |
| s | 455216 | 7.6% |
| e | 362480 | 6.0% |
| r | 321080 | 5.3% |
| t | 216936 | 3.6% |
| l | 207920 | 3.5% |
| 150144 | 2.5% | |
| Other values (50) | 1949664 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 6023056 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 804080 | |
| i | 599472 | 10.0% |
| n | 483920 | 8.0% |
| o | 472144 | 7.8% |
| s | 455216 | 7.6% |
| e | 362480 | 6.0% |
| r | 321080 | 5.3% |
| t | 216936 | 3.6% |
| l | 207920 | 3.5% |
| 150144 | 2.5% | |
| Other values (50) | 1949664 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 6023056 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 804080 | |
| i | 599472 | 10.0% |
| n | 483920 | 8.0% |
| o | 472144 | 7.8% |
| s | 455216 | 7.6% |
| e | 362480 | 6.0% |
| r | 321080 | 5.3% |
| t | 216936 | 3.6% |
| l | 207920 | 3.5% |
| 150144 | 2.5% | |
| Other values (50) | 1949664 |
Country_Region
Text
| Distinct | 201 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.3 MiB |
Length
| Max length | 32 |
|---|---|
| Median length | 2 |
| Mean length | 2.9138446 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Afghanistan |
|---|---|
| 2nd row | Afghanistan |
| 3rd row | Afghanistan |
| 4th row | Afghanistan |
| 5th row | Afghanistan |
| Value | Count | Frequency (%) |
| us | 603336 | |
| russia | 15272 | 2.0% |
| japan | 9016 | 1.2% |
| india | 6808 | 0.9% |
| colombia | 6256 | 0.8% |
| china | 6256 | 0.8% |
| mexico | 6072 | 0.8% |
| ukraine | 5152 | 0.7% |
| brazil | 4968 | 0.7% |
| peru | 4784 | 0.6% |
| Other values (225) | 84824 | 11.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| S | 616216 | |
| U | 612720 | |
| a | 148120 | 6.9% |
| i | 97704 | 4.5% |
| n | 77832 | 3.6% |
| e | 63664 | 3.0% |
| s | 48944 | 2.3% |
| r | 41400 | 1.9% |
| o | 38456 | 1.8% |
| l | 37904 | 1.8% |
| Other values (50) | 370208 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2153168 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| S | 616216 | |
| U | 612720 | |
| a | 148120 | 6.9% |
| i | 97704 | 4.5% |
| n | 77832 | 3.6% |
| e | 63664 | 3.0% |
| s | 48944 | 2.3% |
| r | 41400 | 1.9% |
| o | 38456 | 1.8% |
| l | 37904 | 1.8% |
| Other values (50) | 370208 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2153168 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| S | 616216 | |
| U | 612720 | |
| a | 148120 | 6.9% |
| i | 97704 | 4.5% |
| n | 77832 | 3.6% |
| e | 63664 | 3.0% |
| s | 48944 | 2.3% |
| r | 41400 | 1.9% |
| o | 38456 | 1.8% |
| l | 37904 | 1.8% |
| Other values (50) | 370208 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2153168 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| S | 616216 | |
| U | 612720 | |
| a | 148120 | 6.9% |
| i | 97704 | 4.5% |
| n | 77832 | 3.6% |
| e | 63664 | 3.0% |
| s | 48944 | 2.3% |
| r | 41400 | 1.9% |
| o | 38456 | 1.8% |
| l | 37904 | 1.8% |
| Other values (50) | 370208 |
Last_Update
Date
| Distinct | 205 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.3 MiB |
| Minimum | 2020-08-04 02:27:56 |
|---|---|
| Maximum | 2022-09-01 04:21:03 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
Lat
Real number (ℝ)
Missing
| Distinct | 4022 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 16744 |
| Missing (%) | 2.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 35.736183 |
| Minimum | -71.9499 |
|---|---|
| Maximum | 71.7069 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 23184 |
| Negative (%) | 3.1% |
| Memory size | 11.3 MiB |
Quantile statistics
| Minimum | -71.9499 |
|---|---|
| 5-th percentile | 9.3077 |
| Q1 | 33.191535 |
| median | 37.8957 |
| Q3 | 42.176955 |
| 95-th percentile | 49.448196 |
| Maximum | 71.7069 |
| Range | 143.6568 |
| Interquartile range (IQR) | 8.9854206 |
Descriptive statistics
| Standard deviation | 13.439624 |
|---|---|
| Coefficient of variation (CV) | 0.37607887 |
| Kurtosis | 9.7997342 |
| Mean | 35.736183 |
| Median Absolute Deviation (MAD) | 4.4878388 |
| Skewness | -2.5003793 |
| Sum | 25808672 |
| Variance | 180.62348 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 52.9399 | 368 | < 0.1% |
| 44.11630765 | 184 | < 0.1% |
| 44.59040891 | 184 | < 0.1% |
| 43.11363907 | 184 | < 0.1% |
| 43.0022601 | 184 | < 0.1% |
| 44.4976179 | 184 | < 0.1% |
| 42.2689144 | 184 | < 0.1% |
| 40.88320119 | 184 | < 0.1% |
| 41.71579493 | 184 | < 0.1% |
| 42.16852837 | 184 | < 0.1% |
| Other values (4012) | 720176 | |
| (Missing) | 16744 | 2.3% |
| Value | Count | Frequency (%) |
| -71.9499 | 184 | |
| -52.368 | 184 | |
| -51.7963 | 184 | |
| -45.9864 | 184 | |
| -42.8821 | 184 | |
| -41.9198 | 184 | |
| -40.9006 | 184 | |
| -40.231 | 184 | |
| -38.9489 | 184 | |
| -38.4161 | 184 |
| Value | Count | Frequency (%) |
| 71.7069 | 184 | |
| 70.2998 | 184 | |
| 69.31479216 | 184 | |
| 68.27557185 | 184 | |
| 68.0000418 | 127 | |
| 68.0000418 | 57 | < 0.1% |
| 67.1471631 | 184 | |
| 67.04919196 | 184 | |
| 66.941626 | 184 | |
| 66.8309 | 184 |
Long_
Real number (ℝ)
Missing
| Distinct | 4075 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 16744 |
| Missing (%) | 2.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -71.109728 |
| Minimum | -178.1165 |
|---|---|
| Maximum | 178.065 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 634800 |
| Negative (%) | 85.9% |
| Memory size | 11.3 MiB |
Quantile statistics
| Minimum | -178.1165 |
|---|---|
| 5-th percentile | -116.47227 |
| Q1 | -96.595639 |
| median | -86.717326 |
| Q3 | -77.3579 |
| 95-th percentile | 73.121219 |
| Maximum | 178.065 |
| Range | 356.1815 |
| Interquartile range (IQR) | 19.237739 |
Descriptive statistics
| Standard deviation | 55.354465 |
|---|---|
| Coefficient of variation (CV) | -0.7784373 |
| Kurtosis | 5.2135408 |
| Mean | -71.109728 |
| Median Absolute Deviation (MAD) | 9.628321 |
| Skewness | 2.3670982 |
| Sum | -51355446 |
| Variance | 3064.1168 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -36.782 | 368 | < 0.1% |
| -71.5724 | 368 | < 0.1% |
| -70.812 | 368 | < 0.1% |
| -73.6536 | 368 | < 0.1% |
| -74.03 | 368 | < 0.1% |
| -36.9541 | 368 | < 0.1% |
| -75.5277 | 368 | < 0.1% |
| -72.3311 | 368 | < 0.1% |
| -101.7068 | 368 | < 0.1% |
| -72.1416 | 368 | < 0.1% |
| Other values (4065) | 718520 | |
| (Missing) | 16744 | 2.3% |
| Value | Count | Frequency (%) |
| -178.1165 | 184 | |
| -175.1982 | 184 | |
| -174.1596 | 184 | |
| -172.1046 | 184 | |
| -170.132 | 184 | |
| -169.8672 | 184 | |
| -168.734 | 184 | |
| -164.0353804 | 184 | |
| -163.3967883 | 57 | < 0.1% |
| -163.3967883 | 127 |
| Value | Count | Frequency (%) |
| 178.065 | 184 | |
| 177.6493 | 184 | |
| 174.886 | 184 | |
| 171.1845 | 184 | |
| 169.4900869 | 184 | |
| 166.9592 | 184 | |
| 166.9315 | 184 | |
| 165.618042 | 184 | |
| 160.1562 | 184 | |
| 160.0383819 | 57 | < 0.1% |
Confirmed
Real number (ℝ)
High correlation Skewed Zeros
| Distinct | 132737 |
|---|---|
| Distinct (%) | 18.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 132146.92 |
| Minimum | -3073 |
|---|---|
| Maximum | 33572631 |
| Zeros | 7870 |
| Zeros (%) | 1.1% |
| Negative | 2 |
| Negative (%) | < 0.1% |
| Memory size | 11.3 MiB |
Quantile statistics
| Minimum | -3073 |
|---|---|
| 5-th percentile | 532 |
| Q1 | 3119 |
| median | 8807 |
| Q3 | 38301.25 |
| 95-th percentile | 445952 |
| Maximum | 33572631 |
| Range | 33575704 |
| Interquartile range (IQR) | 35182.25 |
Descriptive statistics
| Standard deviation | 816837.97 |
|---|---|
| Coefficient of variation (CV) | 6.1812865 |
| Kurtosis | 578.54552 |
| Mean | 132146.92 |
| Median Absolute Deviation (MAD) | 7274.5 |
| Skewness | 20.474798 |
| Sum | 9.7649172 × 1010 |
| Variance | 6.6722426 × 1011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 7870 | 1.1% |
| 1 | 409 | 0.1% |
| 13 | 387 | 0.1% |
| 535 | 272 | < 0.1% |
| 434 | 259 | < 0.1% |
| 8 | 257 | < 0.1% |
| 9 | 248 | < 0.1% |
| 103 | 243 | < 0.1% |
| 100 | 236 | < 0.1% |
| 712 | 232 | < 0.1% |
| Other values (132727) | 728531 |
| Value | Count | Frequency (%) |
| -3073 | 2 | < 0.1% |
| 0 | 7870 | |
| 1 | 409 | 0.1% |
| 2 | 25 | < 0.1% |
| 3 | 133 | < 0.1% |
| 4 | 232 | < 0.1% |
| 5 | 57 | < 0.1% |
| 6 | 37 | < 0.1% |
| 7 | 129 | < 0.1% |
| 8 | 257 | < 0.1% |
| Value | Count | Frequency (%) |
| 33572631 | 1 | < 0.1% |
| 33553391 | 1 | < 0.1% |
| 33529669 | 1 | < 0.1% |
| 33493920 | 3 | |
| 33481790 | 1 | < 0.1% |
| 33461953 | 1 | < 0.1% |
| 33440664 | 1 | < 0.1% |
| 33411676 | 1 | < 0.1% |
| 33372974 | 3 | |
| 33357883 | 1 | < 0.1% |
Deaths
Real number (ℝ)
High correlation Zeros
| Distinct | 20227 |
|---|---|
| Distinct (%) | 2.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1568.8279 |
| Minimum | -82 |
|---|---|
| Maximum | 175530 |
| Zeros | 31811 |
| Zeros (%) | 4.3% |
| Negative | 2 |
| Negative (%) | < 0.1% |
| Memory size | 11.3 MiB |
Quantile statistics
| Minimum | -82 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 41 |
| median | 118 |
| Q3 | 410 |
| 95-th percentile | 6324 |
| Maximum | 175530 |
| Range | 175612 |
| Interquartile range (IQR) | 369 |
Descriptive statistics
| Standard deviation | 8330.0068 |
|---|---|
| Coefficient of variation (CV) | 5.3097008 |
| Kurtosis | 215.80612 |
| Mean | 1568.8279 |
| Median Absolute Deviation (MAD) | 98 |
| Skewness | 13.298687 |
| Sum | 1.159276 × 109 |
| Variance | 69389013 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 31811 | 4.3% |
| 12 | 5903 | 0.8% |
| 9 | 5299 | 0.7% |
| 2 | 4885 | 0.7% |
| 20 | 4740 | 0.6% |
| 3 | 4739 | 0.6% |
| 7 | 4708 | 0.6% |
| 1 | 4648 | 0.6% |
| 6 | 4569 | 0.6% |
| 11 | 4513 | 0.6% |
| Other values (20217) | 663129 |
| Value | Count | Frequency (%) |
| -82 | 2 | < 0.1% |
| 0 | 31811 | |
| 1 | 4648 | 0.6% |
| 2 | 4885 | 0.7% |
| 3 | 4739 | 0.6% |
| 4 | 2650 | 0.4% |
| 5 | 3056 | 0.4% |
| 6 | 4569 | 0.6% |
| 7 | 4708 | 0.6% |
| 8 | 4471 | 0.6% |
| Value | Count | Frequency (%) |
| 175530 | 1 | |
| 175474 | 1 | |
| 175439 | 1 | |
| 175395 | 1 | |
| 175341 | 1 | |
| 175289 | 1 | |
| 175256 | 1 | |
| 175215 | 1 | |
| 175174 | 1 | |
| 175110 | 1 |
Recovered
Categorical
Constant Missing
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 738000 |
| Missing (%) | 99.9% |
| Memory size | 11.3 MiB |
| 0.0 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 944 | 0.1% |
| (Missing) | 738000 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 944 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1888 | |
| . | 944 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2832 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1888 | |
| . | 944 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2832 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1888 | |
| . | 944 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2832 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1888 | |
| . | 944 |
Active
Real number (ℝ)
High correlation Skewed
| Distinct | 134226 |
|---|---|
| Distinct (%) | 18.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 130578.09 |
| Minimum | -4531 |
|---|---|
| Maximum | 33422002 |
| Zeros | 6454 |
| Zeros (%) | 0.9% |
| Negative | 1794 |
| Negative (%) | 0.2% |
| Memory size | 11.3 MiB |
Quantile statistics
| Minimum | -4531 |
|---|---|
| 5-th percentile | 521 |
| Q1 | 3071 |
| median | 8672 |
| Q3 | 37652 |
| 95-th percentile | 440409 |
| Maximum | 33422002 |
| Range | 33426533 |
| Interquartile range (IQR) | 34581 |
Descriptive statistics
| Standard deviation | 810441.62 |
|---|---|
| Coefficient of variation (CV) | 6.2065666 |
| Kurtosis | 584.62648 |
| Mean | 130578.09 |
| Median Absolute Deviation (MAD) | 7173 |
| Skewness | 20.592593 |
| Sum | 9.6489896 × 1010 |
| Variance | 6.5681562 × 1011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 6454 | 0.9% |
| 13 | 387 | 0.1% |
| 7 | 313 | < 0.1% |
| 1 | 299 | < 0.1% |
| -5 | 295 | < 0.1% |
| 100 | 291 | < 0.1% |
| 699 | 280 | < 0.1% |
| 434 | 276 | < 0.1% |
| 8 | 257 | < 0.1% |
| 122 | 239 | < 0.1% |
| Other values (134216) | 729853 |
| Value | Count | Frequency (%) |
| -4531 | 1 | < 0.1% |
| -4529 | 1 | < 0.1% |
| -4527 | 1 | < 0.1% |
| -4517 | 3 | |
| -4506 | 1 | < 0.1% |
| -4505 | 2 | |
| -4499 | 1 | < 0.1% |
| -4477 | 3 | |
| -4476 | 1 | < 0.1% |
| -4474 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 33422002 | 1 | < 0.1% |
| 33402816 | 1 | < 0.1% |
| 33379145 | 1 | < 0.1% |
| 33343506 | 3 | |
| 33331421 | 1 | < 0.1% |
| 33311628 | 1 | < 0.1% |
| 33290396 | 1 | < 0.1% |
| 33261496 | 1 | < 0.1% |
| 33222910 | 3 | |
| 33207891 | 1 | < 0.1% |
Combined_Key
Text
| Distinct | 4016 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.3 MiB |
Length
| Max length | 60 |
|---|---|
| Median length | 45 |
| Mean length | 20.426295 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Afghanistan |
|---|---|
| 2nd row | Afghanistan |
| 3rd row | Afghanistan |
| 4th row | Afghanistan |
| 5th row | Afghanistan |
| Value | Count | Frequency (%) |
| us | 603336 | |
| texas | 47288 | 2.1% |
| virginia | 35144 | 1.6% |
| georgia | 29808 | 1.3% |
| north | 29440 | 1.3% |
| carolina | 27416 | 1.2% |
| new | 26680 | 1.2% |
| dakota | 22632 | 1.0% |
| kentucky | 22264 | 1.0% |
| south | 21896 | 1.0% |
| Other values (2758) | 1397480 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1524440 | 10.1% | |
| a | 1382760 | 9.2% |
| , | 1308792 | 8.7% |
| n | 927544 | 6.1% |
| i | 926992 | 6.1% |
| o | 836464 | 5.5% |
| e | 834808 | 5.5% |
| s | 707664 | 4.7% |
| S | 702512 | 4.7% |
| r | 647680 | 4.3% |
| Other values (52) | 5294232 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 15093888 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1524440 | 10.1% | |
| a | 1382760 | 9.2% |
| , | 1308792 | 8.7% |
| n | 927544 | 6.1% |
| i | 926992 | 6.1% |
| o | 836464 | 5.5% |
| e | 834808 | 5.5% |
| s | 707664 | 4.7% |
| S | 702512 | 4.7% |
| r | 647680 | 4.3% |
| Other values (52) | 5294232 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 15093888 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1524440 | 10.1% | |
| a | 1382760 | 9.2% |
| , | 1308792 | 8.7% |
| n | 927544 | 6.1% |
| i | 926992 | 6.1% |
| o | 836464 | 5.5% |
| e | 834808 | 5.5% |
| s | 707664 | 4.7% |
| S | 702512 | 4.7% |
| r | 647680 | 4.3% |
| Other values (52) | 5294232 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 15093888 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1524440 | 10.1% | |
| a | 1382760 | 9.2% |
| , | 1308792 | 8.7% |
| n | 927544 | 6.1% |
| i | 926992 | 6.1% |
| o | 836464 | 5.5% |
| e | 834808 | 5.5% |
| s | 707664 | 4.7% |
| S | 702512 | 4.7% |
| r | 647680 | 4.3% |
| Other values (52) | 5294232 |
Incident_Rate
Real number (ℝ)
Missing
| Distinct | 297730 |
|---|---|
| Distinct (%) | 41.2% |
| Missing | 17163 |
| Missing (%) | 2.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23362.236 |
| Minimum | 0 |
|---|---|
| Maximum | 1239511.5 |
| Zeros | 1499 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.3 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4591.0632 |
| Q1 | 19679.157 |
| median | 24423.797 |
| Q3 | 28372.877 |
| 95-th percentile | 34957.168 |
| Maximum | 1239511.5 |
| Range | 1239511.5 |
| Interquartile range (IQR) | 8693.7191 |
Descriptive statistics
| Standard deviation | 9024.5535 |
|---|---|
| Coefficient of variation (CV) | 0.38628809 |
| Kurtosis | 471.01544 |
| Mean | 23362.236 |
| Median Absolute Deviation (MAD) | 4298.3536 |
| Skewness | 3.7387476 |
| Sum | 1.6862418 × 1010 |
| Variance | 81442567 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1499 | 0.2% |
| 1.773255814 | 184 | < 0.1% |
| 186.4821515 | 184 | < 0.1% |
| 12548.1111 | 184 | < 0.1% |
| 12852.68405 | 184 | < 0.1% |
| 13575.48508 | 184 | < 0.1% |
| 12753.90455 | 184 | < 0.1% |
| 9603.023339 | 184 | < 0.1% |
| 13994.25746 | 184 | < 0.1% |
| 16854.53728 | 184 | < 0.1% |
| Other values (297720) | 718626 | |
| (Missing) | 17163 | 2.3% |
| Value | Count | Frequency (%) |
| 0 | 1499 | |
| 0.003879154259 | 109 | < 0.1% |
| 0.02906976744 | 161 | < 0.1% |
| 0.05813953488 | 1 | < 0.1% |
| 0.3488372093 | 1 | < 0.1% |
| 0.4069767442 | 3 | < 0.1% |
| 0.45 | 11 | < 0.1% |
| 0.4555555556 | 2 | < 0.1% |
| 0.4611111111 | 1 | < 0.1% |
| 0.4666666667 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1239511.494 | 1 | < 0.1% |
| 343404.6346 | 2 | < 0.1% |
| 190532.5444 | 1 | < 0.1% |
| 189940.8284 | 1 | < 0.1% |
| 189349.1124 | 1 | < 0.1% |
| 188757.3964 | 3 | |
| 188165.6805 | 4 | |
| 186390.5325 | 5 | |
| 185798.8166 | 2 | < 0.1% |
| 184023.6686 | 3 |
Case_Fatality_Ratio
Real number (ℝ)
Missing Skewed Zeros
| Distinct | 252733 |
|---|---|
| Distinct (%) | 34.6% |
| Missing | 7654 |
| Missing (%) | 1.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.6008515 |
| Minimum | 0 |
|---|---|
| Maximum | 6200 |
| Zeros | 25604 |
| Zeros (%) | 3.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.3 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.15698358 |
| Q1 | 0.91806847 |
| median | 1.3661972 |
| Q3 | 1.8613861 |
| 95-th percentile | 2.9942879 |
| Maximum | 6200 |
| Range | 6200 |
| Interquartile range (IQR) | 0.94331767 |
Descriptive statistics
| Standard deviation | 62.783077 |
|---|---|
| Coefficient of variation (CV) | 24.139432 |
| Kurtosis | 5162.8193 |
| Mean | 2.6008515 |
| Median Absolute Deviation (MAD) | 0.46957271 |
| Skewness | 69.54895 |
| Sum | 1901976.7 |
| Variance | 3941.7148 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 25604 | 3.5% |
| 1.136363636 | 293 | < 0.1% |
| 2.857142857 | 287 | < 0.1% |
| 2.083333333 | 232 | < 0.1% |
| 1.234567901 | 230 | < 0.1% |
| 1.587301587 | 230 | < 0.1% |
| 1.449275362 | 218 | < 0.1% |
| 2.040816327 | 217 | < 0.1% |
| 2.912621359 | 213 | < 0.1% |
| 1.162790698 | 199 | < 0.1% |
| Other values (252723) | 703567 | |
| (Missing) | 7654 | 1.0% |
| Value | Count | Frequency (%) |
| 0 | 25604 | |
| 0.000424006394 | 1 | < 0.1% |
| 0.002962295898 | 7 | < 0.1% |
| 0.002977501995 | 7 | < 0.1% |
| 0.00299263214 | 7 | < 0.1% |
| 0.003009600626 | 7 | < 0.1% |
| 0.003027165786 | 7 | < 0.1% |
| 0.003047554033 | 7 | < 0.1% |
| 0.003071951242 | 7 | < 0.1% |
| 0.003086457858 | 6 | < 0.1% |
| Value | Count | Frequency (%) |
| 6200 | 1 | |
| 5848.684211 | 1 | |
| 5761.25 | 1 | |
| 5619.753086 | 1 | |
| 5600 | 1 | |
| 5554.216867 | 1 | |
| 5541.772152 | 1 | |
| 5539.74359 | 1 | |
| 5530.379747 | 1 | |
| 5430.588235 | 1 |
New_Cases
Real number (ℝ)
Zeros
| Distinct | 167261 |
|---|---|
| Distinct (%) | 22.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 138.80376 |
| Minimum | -33459805 |
|---|---|
| Maximum | 33571870 |
| Zeros | 16595 |
| Zeros (%) | 2.2% |
| Negative | 353831 |
| Negative (%) | 47.9% |
| Memory size | 11.3 MiB |
Quantile statistics
| Minimum | -33459805 |
|---|---|
| 5-th percentile | -164942.25 |
| Q1 | -9177 |
| median | 0 |
| Q3 | 8690 |
| 95-th percentile | 166812.4 |
| Maximum | 33571870 |
| Range | 67031675 |
| Interquartile range (IQR) | 17867 |
Descriptive statistics
| Standard deviation | 859090.05 |
|---|---|
| Coefficient of variation (CV) | 6189.2419 |
| Kurtosis | 785.72439 |
| Mean | 138.80376 |
| Median Absolute Deviation (MAD) | 9007 |
| Skewness | -0.014805279 |
| Sum | 1.0256821 × 108 |
| Variance | 7.3803571 × 1011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 16595 | 2.2% |
| 1 | 476 | 0.1% |
| 2 | 404 | 0.1% |
| 13 | 376 | 0.1% |
| 3 | 346 | < 0.1% |
| 4 | 308 | < 0.1% |
| 54 | 292 | < 0.1% |
| 5 | 262 | < 0.1% |
| 6 | 257 | < 0.1% |
| 7 | 246 | < 0.1% |
| Other values (167251) | 719382 |
| Value | Count | Frequency (%) |
| -33459805 | 1 | < 0.1% |
| -33436083 | 1 | < 0.1% |
| -33400334 | 3 | |
| -33388204 | 1 | < 0.1% |
| -33368533 | 1 | < 0.1% |
| -33347244 | 1 | < 0.1% |
| -33318256 | 1 | < 0.1% |
| -33279554 | 3 | |
| -33264463 | 1 | < 0.1% |
| -33241001 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 33571870 | 1 | < 0.1% |
| 33552630 | 1 | < 0.1% |
| 33528908 | 1 | < 0.1% |
| 33493159 | 3 | |
| 33481029 | 1 | < 0.1% |
| 33461192 | 1 | < 0.1% |
| 33439903 | 1 | < 0.1% |
| 33410915 | 1 | < 0.1% |
| 33372213 | 3 | |
| 33357122 | 1 | < 0.1% |
Date
Date
| Distinct | 192 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.3 MiB |
| Minimum | 2020-08-04 00:00:00 |
|---|---|
| Maximum | 2022-09-01 00:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
Interactions
Correlations
| Active | Case_Fatality_Ratio | Confirmed | Deaths | FIPS | Incident_Rate | Lat | Long_ | New_Cases | |
|---|---|---|---|---|---|---|---|---|---|
| Active | 1.000 | -0.197 | 1.000 | 0.903 | -0.063 | -0.016 | -0.081 | 0.474 | 0.421 |
| Case_Fatality_Ratio | -0.197 | 1.000 | -0.193 | 0.127 | -0.070 | -0.138 | -0.166 | -0.134 | -0.138 |
| Confirmed | 1.000 | -0.193 | 1.000 | 0.905 | -0.063 | -0.016 | -0.082 | 0.474 | 0.421 |
| Deaths | 0.903 | 0.127 | 0.905 | 1.000 | -0.126 | -0.044 | -0.115 | 0.390 | 0.384 |
| FIPS | -0.063 | -0.070 | -0.063 | -0.126 | 1.000 | -0.098 | 0.022 | 0.134 | -0.015 |
| Incident_Rate | -0.016 | -0.138 | -0.016 | -0.044 | -0.098 | 1.000 | 0.117 | -0.205 | 0.101 |
| Lat | -0.081 | -0.166 | -0.082 | -0.115 | 0.022 | 0.117 | 1.000 | -0.173 | 0.009 |
| Long_ | 0.474 | -0.134 | 0.474 | 0.390 | 0.134 | -0.205 | -0.173 | 1.000 | 0.033 |
| New_Cases | 0.421 | -0.138 | 0.421 | 0.384 | -0.015 | 0.101 | 0.009 | 0.033 | 1.000 |
Missing values
Sample
| FIPS | Admin2 | Province_State | Country_Region | Last_Update | Lat | Long_ | Confirmed | Deaths | Recovered | Active | Combined_Key | Incident_Rate | Case_Fatality_Ratio | New_Cases | Date | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | NaN | NaN | NaN | Afghanistan | 2022-03-02 04:21:07 | 33.93911 | 67.709953 | 173879 | 7609 | NaN | 166270.0 | Afghanistan | 446.664295 | 4.376032 | 0.0 | 2022-03-02 |
| 4016 | NaN | NaN | NaN | Afghanistan | 2022-03-03 04:21:01 | 33.93911 | 67.709953 | 174073 | 7617 | NaN | 166456.0 | Afghanistan | 447.162647 | 4.375750 | 194.0 | 2022-03-03 |
| 8032 | NaN | NaN | NaN | Afghanistan | 2022-03-04 04:21:09 | 33.93911 | 67.709953 | 174214 | 7619 | NaN | 166595.0 | Afghanistan | 447.524851 | 4.373357 | 141.0 | 2022-03-04 |
| 12048 | NaN | NaN | NaN | Afghanistan | 2022-03-05 04:21:10 | 33.93911 | 67.709953 | 174214 | 7619 | NaN | 166595.0 | Afghanistan | 447.524851 | 4.373357 | 0.0 | 2022-03-05 |
| 16064 | NaN | NaN | NaN | Afghanistan | 2022-03-06 04:20:49 | 33.93911 | 67.709953 | 174331 | 7622 | NaN | 166709.0 | Afghanistan | 447.825403 | 4.372143 | 117.0 | 2022-03-06 |
| 20080 | NaN | NaN | NaN | Afghanistan | 2022-03-07 04:20:47 | 33.93911 | 67.709953 | 174582 | 7623 | NaN | 166959.0 | Afghanistan | 448.470178 | 4.366430 | 251.0 | 2022-03-07 |
| 24096 | NaN | NaN | NaN | Afghanistan | 2022-03-08 04:20:54 | 33.93911 | 67.709953 | 175000 | 7626 | NaN | 167374.0 | Afghanistan | 449.543945 | 4.357714 | 418.0 | 2022-03-08 |
| 28112 | NaN | NaN | NaN | Afghanistan | 2022-03-09 04:20:59 | 33.93911 | 67.709953 | 175353 | 7630 | NaN | 167723.0 | Afghanistan | 450.450740 | 4.351223 | 353.0 | 2022-03-09 |
| 32128 | NaN | NaN | NaN | Afghanistan | 2022-03-10 04:20:48 | 33.93911 | 67.709953 | 175525 | 7636 | NaN | 167889.0 | Afghanistan | 450.892577 | 4.350377 | 172.0 | 2022-03-10 |
| 36144 | NaN | NaN | NaN | Afghanistan | 2022-03-11 04:20:50 | 33.93911 | 67.709953 | 175893 | 7639 | NaN | 168254.0 | Afghanistan | 451.837904 | 4.342981 | 368.0 | 2022-03-11 |
| FIPS | Admin2 | Province_State | Country_Region | Last_Update | Lat | Long_ | Confirmed | Deaths | Recovered | Active | Combined_Key | Incident_Rate | Case_Fatality_Ratio | New_Cases | Date | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 702795 | NaN | NaN | NaN | Zimbabwe | 2022-08-23 04:20:56 | -19.015438 | 29.154857 | 256628 | 5592 | NaN | 251036.0 | Zimbabwe | 1726.631639 | 2.179030 | 4.0 | 2022-08-23 |
| 706811 | NaN | NaN | NaN | Zimbabwe | 2022-08-24 04:20:46 | -19.015438 | 29.154857 | 256628 | 5592 | NaN | 251036.0 | Zimbabwe | 1726.631639 | 2.179030 | 0.0 | 2022-08-24 |
| 710827 | NaN | NaN | NaN | Zimbabwe | 2022-08-25 04:21:13 | -19.015438 | 29.154857 | 256628 | 5592 | NaN | 251036.0 | Zimbabwe | 1726.631639 | 2.179030 | 0.0 | 2022-08-25 |
| 714843 | NaN | NaN | NaN | Zimbabwe | 2022-08-26 04:21:02 | -19.015438 | 29.154857 | 256675 | 5593 | NaN | 251082.0 | Zimbabwe | 1726.947862 | 2.179020 | 47.0 | 2022-08-26 |
| 718859 | NaN | NaN | NaN | Zimbabwe | 2022-08-27 04:20:57 | -19.015438 | 29.154857 | 256682 | 5593 | NaN | 251089.0 | Zimbabwe | 1726.994959 | 2.178961 | 7.0 | 2022-08-27 |
| 722875 | NaN | NaN | NaN | Zimbabwe | 2022-08-28 04:21:02 | -19.015438 | 29.154857 | 256682 | 5593 | NaN | 251089.0 | Zimbabwe | 1726.994959 | 2.178961 | 0.0 | 2022-08-28 |
| 726891 | NaN | NaN | NaN | Zimbabwe | 2022-08-29 04:21:06 | -19.015438 | 29.154857 | 256699 | 5593 | NaN | 251106.0 | Zimbabwe | 1727.109337 | 2.178816 | 17.0 | 2022-08-29 |
| 730907 | NaN | NaN | NaN | Zimbabwe | 2022-08-30 04:21:03 | -19.015438 | 29.154857 | 256704 | 5593 | NaN | 251111.0 | Zimbabwe | 1727.142978 | 2.178774 | 5.0 | 2022-08-30 |
| 734923 | NaN | NaN | NaN | Zimbabwe | 2022-08-31 04:20:57 | -19.015438 | 29.154857 | 256708 | 5593 | NaN | 251115.0 | Zimbabwe | 1727.169891 | 2.178740 | 4.0 | 2022-08-31 |
| 738939 | NaN | NaN | NaN | Zimbabwe | 2022-09-01 04:21:03 | -19.015438 | 29.154857 | 256726 | 5596 | NaN | 251130.0 | Zimbabwe | 1727.290997 | 2.179756 | 18.0 | 2022-09-01 |
Duplicate rows
Most frequently occurring
| FIPS | Admin2 | Province_State | Country_Region | Last_Update | Lat | Long_ | Confirmed | Deaths | Recovered | Active | Combined_Key | Incident_Rate | Case_Fatality_Ratio | New_Cases | Date | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2957 | 80001.0 | Out of AL | Alabama | US | 2020-12-21 13:27:30 | NaN | NaN | 0 | 0 | NaN | 0.0 | Out of AL, Alabama, US | NaN | NaN | 0.0 | 2020-12-21 | 184 |
| 2969 | 90001.0 | Unassigned | Alabama | US | 2020-12-21 13:27:30 | NaN | NaN | 0 | 0 | NaN | 0.0 | Unassigned, Alabama, US | NaN | NaN | 0.0 | 2020-12-21 | 184 |
| 3033 | 90051.0 | Unassigned | Virginia | US | 2020-12-21 13:27:30 | NaN | NaN | 0 | 0 | NaN | 0.0 | Unassigned, Virginia, US | NaN | NaN | 0.0 | 2020-12-21 | 184 |
| 3038 | 99999.0 | NaN | Grand Princess | US | 2020-08-04 02:27:56 | NaN | NaN | 103 | 3 | NaN | 100.0 | Grand Princess, US | NaN | 2.912621 | 54.0 | 2020-08-04 | 184 |
| 3177 | NaN | NaN | Grand Princess | Canada | 2020-12-21 13:27:30 | NaN | NaN | 13 | 0 | NaN | 13.0 | Grand Princess, Canada | NaN | 0.000000 | 13.0 | 2020-12-21 | 184 |
| 2955 | 72888.0 | Out of PR | Puerto Rico | US | 2021-10-10 23:21:42 | NaN | NaN | 434 | 0 | NaN | 434.0 | Out of PR, Puerto Rico, US | NaN | 0.000000 | 0.0 | 2021-10-10 | 183 |
| 2964 | 80023.0 | Out of ME | Maine | US | 2020-08-07 22:34:20 | NaN | NaN | 0 | 0 | NaN | 0.0 | Out of ME, Maine, US | NaN | NaN | 0.0 | 2020-08-07 | 183 |
| 2968 | 88888.0 | NaN | Diamond Princess | US | 2020-08-04 02:27:56 | NaN | NaN | 49 | 0 | NaN | 49.0 | Diamond Princess, US | NaN | 0.000000 | -54.0 | 2020-08-04 | 183 |
| 3035 | 90054.0 | Unassigned | West Virginia | US | 2021-07-31 23:21:38 | NaN | NaN | 0 | 0 | NaN | 0.0 | Unassigned, West Virginia, US | NaN | NaN | 0.0 | 2021-07-31 | 183 |
| 3149 | NaN | NaN | Diamond Princess | Canada | 2020-12-21 13:27:30 | NaN | NaN | 0 | 1 | NaN | -1.0 | Diamond Princess, Canada | NaN | NaN | -13.0 | 2020-12-21 | 183 |